| Light Field Salient Object Detection: A Review and Benchmark | Oct 10, 2020 | BenchmarkingObject | CodeCode Available | 1 | 5 |
| CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction | Aug 29, 2023 | Federated Learningimage-classification | CodeCode Available | 1 | 5 |
| Relative Positional Encoding for Transformers with Linear Complexity | May 18, 2021 | Gaussian ProcessesImage Classification | CodeCode Available | 1 | 5 |
| ODAS: Open embeddeD Audition System | Mar 5, 2021 | Sound Source Localization | CodeCode Available | 1 | 5 |
| FedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization | Mar 5, 2021 | Federated Learning | CodeCode Available | 1 | 5 |
| AlignMixup: Improving Representations By Interpolating Aligned Features | Mar 29, 2021 | Data AugmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases | Jun 6, 2020 | Bias DetectionSentence | CodeCode Available | 1 | 5 |
| Connecting Interpretability and Robustness in Decision Trees through Separation | Feb 14, 2021 | | CodeCode Available | 1 | 5 |
| Multi-Grid Graph Neural Networks with Self-Attention for Computational Mechanics | Sep 18, 2024 | | CodeCode Available | 1 | 5 |
| Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining | Apr 10, 2025 | Mathematical ReasoningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction | Sep 11, 2020 | Definition ExtractionGeneral Classification | CodeCode Available | 1 | 5 |
| DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models | Oct 4, 2021 | Argument MiningLogical Reasoning Reading Comprehension | CodeCode Available | 1 | 5 |
| An Investigation of End-to-End Models for Robust Speech Recognition | Feb 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation | Dec 18, 2020 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization | Oct 11, 2020 | Network Pruningtext-classification | CodeCode Available | 1 | 5 |
| A Critical Assessment of State-of-the-Art in Entity Alignment | Oct 30, 2020 | BenchmarkingEntity Alignment | CodeCode Available | 1 | 5 |
| LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching | Feb 25, 2021 | Text Matching | CodeCode Available | 1 | 5 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 | 5 |
| PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution Unit | Aug 1, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 | 5 |
| Online 3D Bin Packing with Constrained Deep Reinforcement Learning | Jun 26, 2020 | 3D Bin PackingCollision Avoidance | CodeCode Available | 1 | 5 |
| MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion Attention | Dec 2, 2021 | Object DetectionRepresentation Learning | CodeCode Available | 1 | 5 |
| A Two-Stage Attentive Network for Single Image Super-Resolution | Apr 21, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 | 5 |
| Learning from a Teacher using Unlabeled Data | Nov 13, 2019 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks | Sep 15, 2022 | Decision Making | CodeCode Available | 1 | 5 |
| Probabilistic Programming with Densities in SlicStan: Efficient, Flexible and Deterministic | Nov 2, 2018 | Probabilistic Programming | CodeCode Available | 1 | 5 |
| Message Passing Least Squares Framework and its Application to Rotation Synchronization | Jul 27, 2020 | | CodeCode Available | 1 | 5 |
| Vision Transformers with Hierarchical Attention | Jun 6, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Augmentation-Free Self-Supervised Learning on Graphs | Dec 5, 2021 | Node ClassificationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Unknown-box Approximation to Improve Optical Character Recognition Performance | May 17, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Triple-cooperative Video Shadow Detection | Mar 11, 2021 | Saliency DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| The Edge of Depth: Explicit Constraints between Segmentation and Depth | Apr 1, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging | Feb 26, 2021 | Brain SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| End-to-End Lane Marker Detection via Row-wise Classification | May 6, 2020 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 | 5 |
| Temporal Memory Attention for Video Semantic Segmentation | Feb 17, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Pre-training strategies and datasets for facial representation learning | Mar 30, 2021 | 3D Face Reconstruction3D Facial Landmark Localization | CodeCode Available | 1 | 5 |
| ParsiNLU: A Suite of Language Understanding Challenges for Persian | Dec 11, 2020 | Machine TranslationNatural Language Inference | CodeCode Available | 1 | 5 |
| Computationally Tractable Riemannian Manifolds for Graph Embeddings | Feb 20, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks | Nov 10, 2019 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection | Jun 2, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| The Role of Tactile Sensing in Learning and Deploying Grasp Refinement Algorithms | Sep 23, 2021 | Reinforcement Learning (RL)Robotic Grasping | CodeCode Available | 1 | 5 |
| A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning | Jun 11, 2021 | Federated LearningVertical Federated Learning | CodeCode Available | 1 | 5 |
| Distilling a Powerful Student Model via Online Knowledge Distillation | Mar 26, 2021 | Knowledge Distillation | CodeCode Available | 1 | 5 |
| Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal | Dec 13, 2020 | | CodeCode Available | 1 | 5 |
| Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation | Jul 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Group-wise Inhibition based Feature Regularization for Robust Classification | Mar 3, 2021 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Decoupled Attention Network for Text Recognition | Dec 21, 2019 | DecoderHandwritten Text Recognition | CodeCode Available | 1 | 5 |
| Synthesis of Compositional Animations from Textual Descriptions | Mar 26, 2021 | Motion SynthesisSentence | CodeCode Available | 1 | 5 |
| R-GAP: Recursive Gradient Attack on Privacy | Oct 15, 2020 | Federated Learning | CodeCode Available | 1 | 5 |
| XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation | Jun 8, 2021 | Knowledge DistillationNER | CodeCode Available | 1 | 5 |
